unet

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Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

[IEEE TMI Best Paper Award] Official Implementation for UNet++

Paper and implementation of UNet-related model.

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

《深度学习与计算机视觉》配套代码

PyTorch implementation of UNet++ (Nested U-Net).

Deep learning for audio denoising

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

Pytorch implementation of ResUnet and ResUnet ++

U-Net Brain Tumor Segmentation

U-Net: Convolutional Networks for Biomedical Image Segmentation

[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model && [NeurIPS 2025] UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes

A semantic segmentation toolbox based on PyTorch

Open solution to the Mapping Challenge 🌎

[CVPR 2023] Label-Free Liver Tumor Segmentation